Projects

Bayesian Neural Networks

Five uncertainty quantification methods for neural networks, MC Dropout, Variational Inference, PBP, HMC and ABC-SS, pac...

AI Movie Recommendator

Conversational RAG assistant using hybrid search, LangGraph and WebSockets.

Smart Itinerary Generator

Personalized tourist itinerary generator using NLP and geospatial optimization.

News Recommendation System

Hacker News-based recommender using scraping, NLP and semantic search with Qdrant.

GeoChat

Conversational geolocation assistant using OpenAI and Streamlit.

Clustering Comparison

Compares clustering algorithms (KMeans, DBSCAN, Agglomerative, SOM) on datasets.

Particle Universe Simulation

A Java simulation of gravitational interactions between particles in 2D space using Newtonian mechanics.

ML Classification by Lifestyle

Classifies obesity levels from lifestyle; compares classifiers and ensembles.

Animal ML Classification

REST API to classify animals by physical features (traditional ML). FastAPI + Docker.

FitMatch

Training & diet platform with smart matching between users and trainers.

Mongo Spring Spark Template

Template integrating MongoDB, Spring Boot, and Apache Spark for batch processing and data management.

Prosync

TD Consulting (Top Digital)

Web application development for Prosync, focusing on data synchronization and process automation.

Vodafone Spain Platforms

TD Consulting (Top Digital)

Development and integration of internal platforms for Vodafone Spain in collaboration with TD Consulting.

Aquahub - Biomethane Digesters

QUANTIA

Prediction and optimization of biomethane digesters.

Predisolia

QUANTIA

Development of an advanced forecasting and prediction system for photovoltaic production.

Benissa Digital Touristic Twin

QUANTIA

Creation of a touristic digital twin for the Benissa City Council.

Data Space in Agora Datalab

Khaos Research

Development, maintenance and deployment of the data space in Agora Datalab.

Laureano landing page

Personal (client)

Development of a website for an anesthetist with SEO and responsive design. Made with React Vite and deployed using a VP...